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07/31/2023
A continuous Structural Intervention Distance to compare Causal Graphs
Understanding and adequately assessing the difference between a true and...
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05/19/2023
A Measure-Theoretic Axiomatisation of Causality
Causality is a central concept in a wide range of research areas, yet th...
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02/09/2022
Towards Empirical Process Theory for Vector-Valued Functions: Metric Entropy of Smooth Function Classes
This paper provides some first steps in developing empirical process the...
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02/16/2021
Conditional Distributional Treatment Effect with Kernel Conditional Mean Embeddings and U-Statistic Regression
We propose to analyse the conditional distributional treatment effect (C...
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02/10/2020